Rainfall was expected to intensify through Thursday in the Guangxi region, the weather bureau said, according to Xinhua.
Emulating his late father and grandfather, who took epic train trips when they were leaders, Kim set off on the long journey from Pyongyang, with a military honour guard seeing him off in the North Korean capital.
An explosion at an illegal fireworks stand killed five people including three children and two adults.
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